Discover Awesome MCP Servers

chuk-mcp-geocoder

An MCP server providing geocoding and place discovery services via Nominatim and OpenStreetMap. It enables users to perform forward and reverse geocoding, extract bounding boxes, and find nearby places or administrative hierarchies.

ts-review-graph

Enables Claude Code to query a TypeScript dependency graph and retrieve the minimal set of files needed for code review, implementation, or debugging.

mcp-server-yapi

MCP server for YApi that enables LLMs to manage API interfaces, projects, and categories through natural language, supporting multiple projects and path fuzzy matching.

LangChain MCP

A Multi-Server Control Plane system that enables natural language querying of job listings and employee feedback data through two specialized servers built with LangChain.

MCP Refactoring

Enables LLMs to apply Martin Fowler's 71+ refactoring patterns to codebases through a pluggable, language-agnostic architecture. Supports previewing and applying refactorings, analyzing code smells, and inspecting code structure with safe-by-default operations.

elementor-cli

CLI and MCP server for reading and writing Elementor page data on WordPress.

fund-mcp

A fund knowledge base server based on Model Context Protocol (MCP), providing query and retrieval functions of fund-related knowledge, and supporting multiple deployment modes and protocols.

msloop-mcp

MCP server that provides read access to Microsoft Loop workspaces and pages by reusing your Loop web session, enabling listing, reading, and searching across Loop content without app registration.

macuse

Connect AI with any macOS app. Deep integration with native apps like Calendar, Mail, Notes, plus UI control for all applications. Works with Claude, Cursor, Raycast, and any MCP-compatible AI.

RPG Maker MCP

A content-blind MCP server for RPG Maker MZ that enables applying, validating, diffing, and managing event structures from EventSpec files without accessing sensitive story text or images.

mcp-image-compression

MCP server for local compression of various image formats

Haxaml

Enforces a structured planning-before-building workflow for AI coding agents via an MCP server, maintaining a project diary and protocol to ensure agents understand context and success criteria.

Raworc MCP Server

Enables AI assistants to interact with Raworc's agent runtime platform through seamless integration. Supports session management, message handling, space and agent management, and secure secret storage operations.

Furikake

A local CLI & API for MCP management that allows users to download, install, manage, and interact with MCPs from GitHub, featuring process state management, port allocation, and HTTP API routes.

gimp-mcp

MCP server that bridges GIMP 3.0 with natural language commands, enabling conversational image editing through Claude Desktop and other MCP clients. Exposes GIMP's full PyGObject API for AI-powered image manipulation.

PromptLab MCP Server

Serves prompt templates through a standardized protocol for transforming basic user queries into optimized prompts for AI systems.

Bangumi TV MCP Service

Provides MCP access to the BangumiTV API, allowing users to retrieve and interact with anime, manga, music, and game information through natural language queries.

RegistryTools

A standalone MCP Tool Registry server providing generic tool search and discovery for MCP clients, reducing token consumption and improving tool selection accuracy.

MCP RAG Agent Server

This MCP server enables intelligent API testing automation by combining RAG knowledge retrieval with tool execution capabilities. It allows QA engineers to perform natural language-driven API testing with contextual knowledge support.

KNMI MCP Server

Provides access to Dutch weather data (current conditions, forecasts, alerts, and historical data) via the KNMI API, with automatic location name resolution for Dutch cities.

MCP for Flarum

Provides MCP-compatible AI clients with full access to a Flarum forum's API, enabling reading, searching, creating discussions, replying, moderation, and management of users, tags, and groups.

MC Figma Bridge

Enables Cursor (MCP client) to interact with an active Figma document through a local WebSocket bridge and Figma plugin, providing tools to read and modify canvas elements like text and frames.

intacct-docs

Enables AI assistants to search, browse, and generate example payloads from Sage Intacct REST API documentation using OpenAPI specs.

bazi

Bazi MCP is an AI based Bazi calculator that provides accurate Bazi chart data for personality analysis and destiny prediction.

Mail MCP Server

Enables AI assistants to send, read, and manage emails via SMTP and IMAP, with support for attachments, threads, and mailbox organization.

Lark Base MCP Server

A Model Context Protocol server that provides LLMs with read and write access to Feishu Base (飞书多维表格) databases, enabling them to inspect schemas and manipulate records through natural language.

Sequential Thinking MCP Server

An MCP server that enables Claude to break down complex problems into manageable steps with support for revision and branching, facilitating dynamic and reflective problem-solving through a structured thinking process.

ONES Doc MCP

MCP server for reading ONES documents in intranet environments, supporting authentication via account/password or browser session reuse.

voice-mcp

An MCP server for AI voice synthesis with an inline audio player, allowing users to give their AI assistant a custom cloned voice using DashScope or ElevenLabs.